{"id":"W4386367641","doi":"10.3390/gels9090709","title":"Highly Stretchable, Self-Healing, Injectable and pH Responsive Hydrogel from Multiple Hydrogen Bonding and Boron-Carbohydrate Interactions","year":2023,"lang":"en","type":"article","venue":"Gels","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Research Council of Thailand","keywords":"Self-healing hydrogels; Borax; Scaffold; Hydrogen bond; Sugar; Tissue engineering; Materials science; Chemical engineering; Polymer; Viability assay; Boron; Biomedical engineering; Nanotechnology; Chemistry; Polymer chemistry; Composite material; Molecule; Organic chemistry; Cell; Biochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002420729,0.0002496869,0.0002466412,0.000146456,0.0003234197,0.0000741397,0.0001798157,0.0001746016,0.00001752804],"category_scores_gemma":[0.0002086791,0.0002573078,0.0000627781,0.0002635665,0.000101246,0.00002362782,0.0003152573,0.0001522837,0.00007053159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003927399,"about_ca_system_score_gemma":0.000088845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008922816,"about_ca_topic_score_gemma":0.0003928349,"domain_scores_codex":[0.9983704,0.00009035168,0.000316438,0.0006654356,0.0001359104,0.0004214643],"domain_scores_gemma":[0.9989982,0.0001171534,0.0001217822,0.0005110889,0.00006761814,0.0001841733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005589224,0.00004171477,0.003968245,0.00001741436,0.0001667063,0.000005267291,0.0005665381,0.00008504761,0.9927435,0.00004315402,0.0009489644,0.001357545],"study_design_scores_gemma":[0.0006315347,0.00009908134,0.001672706,0.00005181084,0.00009422422,0.00001790581,0.0005582793,0.007721827,0.8989371,0.0006595529,0.08911511,0.000440842],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963194,0.001787486,0.0001066468,0.0005929359,0.0000906061,0.0003834034,0.0002252557,0.0001543325,0.000339959],"genre_scores_gemma":[0.9962251,0.0007906778,0.00111913,0.0001865048,0.0001930277,0.0002102727,0.0002283546,0.0000611241,0.0009857753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09380639,"threshold_uncertainty_score":0.9999879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01545732987430831,"score_gpt":0.2483747397492227,"score_spread":0.2329174098749144,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}